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AI Webform Sentiment Analysis

No security coverage Under active development 2 sites

Part of the AI ecosystem · 343 projects

This module uses AI to analyze the sentiment of webform submissions, providing a score of how positive or negative each submission is. It also visualizes clusters of themes within submissions and tracks the average submission emotion and sentiment trends.

AI sentiment analysis on webform submissions

This module gives you the possibility to

  • Use AI to score webform submissions on positive/negative.
  • Use AI to visualise the clusters of themes in the webform submissions

We leverage the AI module LLM capability to calculate a sentiment score for each submission.
This allows you to track the average submission emotion and the sentiment trend in Drupal.

Configuration

  • Add a handler to the webform
  • Configure the sentiment handler (choose a PROMPT and a Large Language Model).
  • (optional) Change the prompt to use more granular or less granular scoring. you can make it score from 0-5 or from 5-10 or ... (currently only supporting numeric).
  • Make sure cron runs

Usage

Go to the webform results page, click on Sentiment. See the scores.
They will be updated per cron run.

Requirements

Warning 1

The dashboard uses some heavy queries (avg/sum/) with grouping.
It might be that the module needs some more production testing and load testing. happy to accept suggestions. Be careful installing this on production.

Warning 2

If you have many webform submissions. For every LLM evaluation we will do a call which may cost you money. You should be aware.

Similar modules

Similar but not the same: analyze_ai_sentiment

Drupal 10–11

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Depends on

Dependencies of the latest stable release

Required by

Tracked projects that depend on this one

No tracked projects depend on this one yet.

Activity

Tracked releases
2
Tracked since
May 2025
Latest release
1 year ago
Releases (12 mo)
0 ▼ from 2
Maintenance
Dormant

Releases

Version Type Core PHP Release date
1.0.2 Stable 10–11 May 27, 2025
1.0.x-dev Dev 10–11 May 26, 2025